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Practical validation of unmodified handheld...
Journal article

Practical validation of unmodified handheld monitors for UAV-based air quality measurements

Abstract

To evaluate the reliability of measurements taken onboard Uncrewed Aerial Vehicles (UAVs), this study assesses the impacts of movement and turbulence on carbon dioxide (CO2) measurements in the field. While previous research has explored the use of UAVs for air quality monitoring, questions remain regarding the potential influence of UAV-induced turbulence on sensor readings, particularly when using sensors that are not specifically designed for airborne operation. This study addresses this knowledge gap by collecting observations using an Aeroqual Series 500 monitor mounted onboard a hexacopter UAV, in the presence of UAV movement, downwash, and turbulence. Observations were evaluated for agreement with identical sensors collecting simultaneous measurements at ground level. Results demonstrate UAV movement does not significantly affect the sensor’s ability to capture reliable CO2 measurements. Downwash and turbulence induced by UAV rotors can lead to significant reductions in observed CO2 concentrations; however, changes remain within the sensor’s factory calibration accuracy suggesting UAV-based can be used for reliable measurements, particularly in ambient conditions. This study contributes to the validation of UAV-based monitoring and provides insight into the scope and limitations for using commercially available solutions for air quality research.

Authors

Fernando C; Adams M

Journal

Geomatica, Vol. 77, No. 1,

Publisher

Elsevier

Publication Date

July 1, 2025

DOI

10.1016/j.geomat.2024.100044

ISSN

1195-1036

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